Suggestions appear as you type. Use the up and down arrows to choose one and Enter to open it.

This page's audience real numbers from our own analytics — open to see them
–Visitors
–Page views
–Clicks to vendors
–Time on page
–Reading now
Clicks to vendors, by tool
  • –
Top countries
  • –
Devices
  • –

– · counted by iTechGuides's own first-party analytics, bots removed, every figure rounded down · how we count

Head-to-head · Data Discovery and Classification Software

IRI DarkShield vs Varonis Data Discovery and Classification

  • Updated Sep 2026
  • Both researched from official sources
  • 5 checks side by side

IRI DarkShield leads on 1 check, Varonis Data Discovery and Classification on 0, and 4 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreIRI DarkShield · 6.9/10
  • Most featuresIRI DarkShield · 4 of 4

IRI DarkShield scores higher on our rubric for data discovery and classification software: 6.9 against 6.8 out of 10; our editors rank them #7 and #8.

IRI DarkShield offers api access; Varonis Data Discovery and Classification doesn't publish it.

IRI DarkShield is the better fit for deep multimodal discovery with APIs. Varonis Data Discovery and Classification is the better fit for exposure-focused enterprise data classification.

  • IRI DarkShield fits best

    Deep multimodal discovery with APIs

  • Varonis Data Discovery and Classification fits best

    Exposure-focused enterprise data classification

Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. How we rank.

Side by side

Feature IRI DarkShield 6.9/10 Visit ↗ Varonis Data Discovery and Classification 6.8/10 Visit ↗
At a glance
Editor score 6.9 6.8
Ranking #7 in Data Discovery and Classification Software #8 in Data Discovery and Classification Software
Best for Deep multimodal discovery with APIs Exposure-focused enterprise data classification
Pricing model Paid Paid
Starting price Not published Not published
Free plan — Not published
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Windows, Linux Web
Support Email, Phone, Tickets, Live chat, Docs Phone, Tickets, Community
Compliance GDPR, HIPAA, PCI DSS SOC 2, ISO 27001, GDPR, HIPAA, PCI DSS
Integrations 11 integrations 13 integrations
Built for Mid-market, Enterprise Enterprise
Features IRI DarkShield 4/4 · Varonis Data Discovery and Classification 3/4
Structured data discovery ✓ ✓
Unstructured data discovery ✓ ✓
Custom classifications ✓ ✓
API access ✓ (best) Not published
Specs
Data source types Relational databases; NoSQL databases; text; CSV; JSON; XML; PDF; Microsoft Office; Parquet; images; audio; DICOM; healthcare EDI; Amazon S3; Azure Blob; GCP Storage; SharePoint Online; SMB/LAN stores structured databases and data warehouses; unstructured files, folders and buckets; semi-structured SaaS apps and email
Classification automation Hybrid Hybrid
Deployment Hybrid Hybrid
Our review
Pros
  • Scans databases, documents, images, audio, and cloud stores
  • Combines rules, lookup sets, metadata, AI, and NER classification
  • Supports masking, encryption, pseudonymization, deletion, and APIs
  • Covers structured, unstructured, and semi-structured data sources
  • Combines AI classification with custom rules and incremental scanning
  • Prioritizes exposure and connects with major security ecosystems
Cons
  • No free plan is available
  • Standalone pricing varies by file or document volume
  • Database pricing follows the IRI FieldShield model
  • Pricing requires a quote request
  • Enterprise-focused scope may exceed narrower classification needs
  • Hybrid deployment can require broader operational coordination
Our verdict

IRI DarkShield is a data discovery, classification, and masking product for organizations that need to locate and protect personally identifiable information across structured, semi-structured, and unstructured sources. It is aimed at…

Read the review →

Varonis Data Discovery and Classification helps enterprise security, privacy, compliance, and data governance teams locate, inventory, and classify sensitive information. It covers structured databases and data warehouses, unstructured…

Read the review →
  1. IRI DarkShieldData Discovery and Classification Software 6.9Paid
  2. Varonis Data Discovery and ClassificationData Discovery and Classification Software 6.8Pricing on request

Strengths and trade-offs

  • IRI DarkShield — where it wins

    • Scans databases, documents, images, audio, and cloud stores
    • Combines rules, lookup sets, metadata, AI, and NER classification
    • Supports masking, encryption, pseudonymization, deletion, and APIs

    Where it doesn't

    • No free plan is available
    • Standalone pricing varies by file or document volume
    • Database pricing follows the IRI FieldShield model
  • Varonis Data Discovery and Classification — where it wins

    • Covers structured, unstructured, and semi-structured data sources
    • Combines AI classification with custom rules and incremental scanning
    • Prioritizes exposure and connects with major security ecosystems

    Where it doesn't

    • Pricing requires a quote request
    • Enterprise-focused scope may exceed narrower classification needs
    • Hybrid deployment can require broader operational coordination
  • IRI DarkShield6.9/10 · Paid

    A broad discovery and masking tool for teams managing sensitive data across many source types.

    Visit IRI DarkShieldFull verdict →
  • Varonis Data Discovery and Classification6.8/10 · Pricing on request

    An enterprise-focused platform for finding, classifying, and prioritizing sensitive-data exposure.

    Visit VaronisFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026

Last updated · How we research and update